Update README.md (#7)

- Update README.md (7836faa52bf013d1e50247872c3ccca71a805cc2)


Co-authored-by: Chaitanya Singhal <Chaitanya890@users.noreply.huggingface.co>

README.md

@@ -138,9 +138,25 @@ In order to leverage instruction fine-tuning, your prompt should be surrounded b
 
 ```
 
-## Benchmarks
+# Benchmarks
 
+### Long Context Benchmark
 
+<strong>LongICLBench Banking77</strong>
+<div>
+  
+| Model                                   | 1R/2k | 2R/4K | 3R/7K | 4R/9K | 5R/14K |
+|-----------------------------------------|-------|-------|-------|-------|--------|
+| aiplanet/buddhi-128k-chat-7b            | 47.8  | 60.8  | 57.8  | 62.4  |  57.2  |
+| NousResearch/Yarn-Mistral-7b-128k       | 31.6  | 68.6  | 68    | 47    |  65.6  |
+| CallComply/zephyr-7b-beta-128k          | 40.2  | 41.2  | 33.6  | 03    |    0   |
+| Eric111/Yarn-Mistral-7b-128k-DPO        | 28.6  | 62.8  | 58    | 41.6  |  59.8  |
+
+</div>
+
+<strong>Short Context Benchmark</strong>
+<div>
+  
 | Model                             | # Params | Average | ARC (25-shot) | HellaSwag (10-shot) | Winogrande (5-shot) | TruthfulOA (0-shot) | MMLU (5-shot) |
 |-----------------------------------|----------|---------|---------------|---------------------|---------------------|---------------------|---------------|
 | aiplanet/buddhi-128k-chat-7b      | 7B       | 64.42   | 60.84         | 84                  | 77.27               | 65.72               | 60.42         |
@@ -151,6 +167,7 @@ In order to leverage instruction fine-tuning, your prompt should be surrounded b
 | CallComply/openchat-3.5-0106-128k | 7B       | 59.38   | 64.25         | 77.31               | 77.66               | 46.5                | 57.58         |
 | CallComply/zephyr-7b-beta-128k    | 7B       | 54.45   | 58.28         | 81                  | 74.74               | 46.1                | 53.57         |
 
+</div>
 
 ## Get in Touch